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✨ Awesome A2A (Agent2Agent Protocol) ✨

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A curated list of awesome resources, implementations, tools, and examples related to the Google Agent2Agent (A2A) Protocol for AI agent interoperability.

Contents


🤔 What is A2A? (Briefly)

A2A (Agent2Agent) is an open protocol from Google and partners enabling different AI agents (from various vendors/frameworks) to communicate securely and collaborate on tasks. It aims to break down silos between isolated agent systems, allowing for more complex cross-application automation.

⭐ Official Website: google.github.io/A2A | ⭐ Official GitHub: github.com/google/A2A | 🌐 Multilingual Docs (EN/ZH/JA): agent2agent.ren

💡 Key Principles

  • Simple: Uses existing standards (HTTP, JSON-RPC, SSE).
  • Enterprise Ready: Focuses on Auth, Security, Privacy, Monitoring.
  • Async First: Handles long-running tasks & human-in-the-loop.
  • Modality Agnostic: Supports Text, Files, Forms, Streams, etc.
  • Opaque Execution: Agents interact without sharing internal logic/tools.

⚙️ How Does A2A Work? (High Level)

  1. Discovery: Agents publish an Agent Card (JSON) describing capabilities, endpoint, and auth needs.
  2. Communication: A Client agent sends a Task request (containing a Message with Parts) to a Remote Agent (Server) using HTTP/JSON-RPC 2.0.
  3. Execution & Response: The Server processes the task, updating its status. It responds with the final status and any generated Artifacts (results, also containing Parts).
  4. Updates: For long tasks, the Server can optionally stream TaskStatusUpdateEvent or TaskArtifactUpdateEvent via Server-Sent Events (SSE) or use Push Notifications.

For details, see the Official Technical Documentation.


🚀 Getting Started with A2A

New to A2A? Here's a suggested path:

  1. Understand the Basics: Read the sections above (What is A2A?, Key Principles, How it Works). Check the 📰 Announcement Blog Post.
  2. Explore Core Concepts: Dive into the 📖 Official Technical Documentation, focusing on Agent Card, Task, Message, Part, and Artifact.
  3. See it in Action: Watch the 🎥 Official Demo Video and explore the code for the 🌐 Multi-Agent Web App Demo.
  4. Run the Samples: Clone the Official Samples Repo and follow its instructions to run a client (like the CLI) and a sample agent (e.g., LangGraph or Genkit agent).
  5. Review the Code: Look at the common (Python) or server/client (JS/TS) libraries in the official samples to see how A2A communication is implemented.
  6. Try Building: Adapt a sample or use a library to create your own basic A2A agent or client.

🏛️ Official Resources

📜 Specification & Core Concepts

(See How Does A2A Work? above for summaries)

⚙️ Implementations & Libraries

Official Samples

These demonstrate basic A2A client/server communication.

Language Sample Name One-line Description GitHub URL
🔷 TypeScript Genkit SDK Core TS SDK + CLI, builds shared code for front- and backend https://github.com/google-a2a/a2a-samples/tree/main/samples/js
Movie Recommendation Agent Movie-recommendation conversational agent built with Genkit https://github.com/google-a2a/a2a-samples/tree/main/samples/js/src/agents/movie-agent
TypeScript Client Pure-frontend call example written in TS https://github.com/google-a2a/a2a-samples/tree/main/samples/js/client
Node Express Server A2A HTTP service implemented with Node/Express https://github.com/google-a2a/a2a-samples/tree/main/samples/js/server
Java Java Client Demo Java client example (with streaming listener) https://github.com/google-a2a/a2a-samples/tree/main/samples/java/client
Java Data Models Complete set of POJO data models for the protocol https://github.com/google-a2a/a2a-samples/tree/main/samples/java/model
Java Server Impl Spring Boot A2A server https://github.com/google-a2a/a2a-samples/tree/main/samples/java/server
🐍 Python CLI Quickstart One-liner CLI to test an A2A call loop https://github.com/google-a2a/a2a-samples/tree/main/samples
Host Agent Service Entry service that hosts and dispatches downstream agents https://github.com/google-a2a/a2a-samples/tree/main/samples/host_agent
Weather Agent Weather-query agent + HTTP server https://github.com/google-a2a/a2a-samples/tree/main/samples/weather_agent
Minimal MCP Bare-metal multi-agent coordination protocol https://github.com/google-a2a/a2a-samples/tree/main/samples/a2a-mcp-without-framework
Travel Agency Agents Multi-agent collaboration for a travel-agency scenario https://github.com/google-a2a/a2a-samples/tree/main/samples/python/agents
A2A Telemetry Collects and displays agent telemetry data https://github.com/google-a2a/a2a-samples/tree/main/samples/python/a2a_telemetry
AG2 Mini-Demo Minimal A↔A mutual-call skeleton https://github.com/google-a2a/a2a-samples/tree/main/samples/python/agents/ag2
Analytics Workflow Multi-agent orchestration for data-analytics scenarios https://github.com/google-a2a/a2a-samples/tree/main/samples/python/agents/analytics
Autogen Integration Uses Microsoft Autogen as the executor https://github.com/google-a2a/a2a-samples/tree/main/samples/python/agents/autogen
Azure Foundry Agent Example using Azure AI Foundry SDK https://github.com/google-a2a/a2a-samples/tree/main/samples/python/azureaifoundry_sdk
Birthday Planner ADK edition: multi-step birthday-party planner https://github.com/google-a2a/a2a-samples/tree/main/samples/python/birthday_planner_adk
Calendar Agent Reads/writes calendar and books meeting slots https://github.com/google-a2a/a2a-samples/tree/main/samples/python/calendar_agent
CrewAI Collab Demonstrates multi-role collaboration with CrewAI https://github.com/google-a2a/a2a-samples/tree/main/samples/python/agents/crewai
Google ADK Demo Google official ADK minimal demo https://github.com/google-a2a/a2a-samples/tree/main/samples/python/google_adk
Headless OAuth2 OAuth2 flow for headless agents https://github.com/google-a2a/a2a-samples/tree/main/samples/python/headless_agent_auth
Hello World Recommended first-run “Hello World” scaffold https://github.com/google-a2a/a2a-samples/tree/main/samples/python/agents/helloworld
LangGraph Dialogue Uses LangGraph to orchestrate multi-turn dialogue https://github.com/google-a2a/a2a-samples/tree/main/samples/python/agents/langgraph
LlamaIndex File QA Q&A retrieval over local files https://github.com/google-a2a/a2a-samples/tree/main/samples/python/llama_index_file_chat
Marvin Integration Builds domain agents with Marvin integration https://github.com/google-a2a/a2a-samples/tree/main/samples/python/agents/marvin
MindsDB Predictor Calls MindsDB for prediction and querying https://github.com/google-a2a/a2a-samples/tree/main/samples/python/agents/mindsdb
Semantic Kernel Orch Orchestrates tools with Semantic Kernel https://github.com/google-a2a/a2a-samples/tree/main/samples/python/agents/semantickernel
Travel Planner One-stop travel-planning agent https://github.com/google-a2a/a2a-samples/tree/main/samples/python/travel_planner_agent
Veo Video Generator Generates video automatically via the Veo API https://github.com/google-a2a/a2a-samples/tree/main/samples/python/veo_video_gen
Host Push Listener Host-side listener that dispatches pushed tasks https://github.com/google-a2a/a2a-samples/tree/main/samples/python/hosts
Multi-Agent Orchestration Comprehensive example of remote invocation and collaboration https://github.com/google-a2a/a2a-samples/tree/main/samples/python/hosts/multiagent
Common Utilities Common utility library (card parsing/client wrappers) https://github.com/google-a2a/a2a-samples/tree/main/samples/python/common
Reference Server Python reference server + task management https://github.com/google-a2a/a2a-samples/tree/main/samples/python/common/server
Helper Scripts General scripts for push auth, etc. https://github.com/google-a2a/a2a-samples/tree/main/samples/python/common/utils
🐹 Go Go Reference Impl Full A2A server + client implemented in Go https://github.com/google-a2a/a2a-samples/tree/main/samples/go

Quick Start First-time users: try TypeScript Movie Recommendation Agent, Python Hello World, or Go Go Reference Impl — minimal dependencies and the simplest startup commands.

Framework Integrations (Official Samples)

These show how agents built with specific frameworks can expose an A2A interface.

Language Agent Framework Agent Description Key A2A Features Demonstrated Link
🐍 Python LangGraph Currency conversion Tools, Streaming, Multi-turn Link
🐍 Python CrewAI Image generation Non-textual Artifacts (Files) Link
🐍 Python Google ADK Expense reimbursement Multi-turn, Forms (DataPart) Link
🚀 JS/TS Genkit Movie info / Code generation Tools, Artifacts (Files), Async Link

Community Implementations

SDKs & Libraries (by language)
  • Go
    • 🌟 trpc-a2a-go by @trpc-group Stars - Go A2A implementation by the tRPC team featuring full client/server support, in-memory task management, streaming responses, session management, multiple auth methods (JWT, API Key, OAuth2), and comprehensive examples.
    • 🌟 a2a-go by @a2aserver Stars - A Go library for building A2A servers, with example implementations.
  • Rust
    • 🌟 a2a-rs by @EmilLindfors Stars - An idiomatic Rust implementation following hexagonal architecture principles.
    • 🌟 Agentic by @jeremychone Stars - A Rust crate providing essential building blocks for agentic applications, with an ergonomic API for MCP and A2A support. (Work in Progress)
  • Python
    • 🌟 a2a-python by @google Stars - Official Python SDK for running agentic applications as A2A servers following the Agent2Agent Protocol.
    • 🌟 a2a_min by @pcingola Stars - A minimalistic Python SDK for A2A communication.
    • 🌟 python-a2a by @themanojdesai Stars - An easy-to-use Python library for implementing the A2A protocol.
    • 🌟 A2AServer by @johnson7788 Stars - A Python server framework implementing Google's A2A protocol with MCP integration.
    • 🌟 adk-modular-architecture by @k-jarzyna Stars - A Python project demonstrating a modular architecture for ADK (Agent Development Kit) based agents, with A2A protocol considerations.
  • C#/.NET
    • 🌟 a2adotnet by @azixaka Stars - A C#/.NET implementation of the A2A protocol.
    • 🌟 a2a-net by @neuroglia-io Stars - .NET implementation of the Agent2Agent (A2A) protocol to enable secure, interoperable communication between autonomous agents across frameworks and vendors.
  • JavaScript/TypeScript
    • 🌟 nestjs-a2a by @thestupd Stars - A module for integrating the A2A protocol into NestJS applications.
    • 🌟 Artinet SDK by @the-artinet-project Stars - TypeScript (Node.js) A2A compliant server/client simplifying interoperable AI agent creation, focusing on DX and production-readiness.
  • Java
    • 🌟 a2ajava by @vishalmysore Stars - Java A2A server/client implementation using Spring Boot with annotations. Supports WebSockets, MCP integration, and includes enterprise/Kubernetes deployment tutorials.
    • 🌟 a2a4j by @a2ap Stars - A2A4J is a comprehensive Java implementation of the Agent2Agent Protocol, including server, client, examples, and a starter — ready to use out of the box.
Platforms & Integrated Solutions
  • 🌟 Elkar by @elkar-ai Stars - An open-source task-management layer for AI agents — based on Google's Agent2Agent Protocol (A2A). Send, track, and orchestrate tasks across AI agents — effortlessly.
  • 🌟 Aira by @IhateCreatingUserNames2 Stars - An A2A network implementation for hosting, registering, discovering, and interacting with agents. Includes agent discovery mechanisms.
  • 🌟 Cognisphere by @IhateCreatingUserNames2 Stars - An AI agent development framework built on Google's ADK, facilitating agent creation potentially for A2A networks.
  • 🌐 Grasp by @adcentury Stars - A Self-hosted Browser Using Agent with built-in MCP and A2A support.
  • 🌟 swissknife by @daltonnyx Stars - A multi-agent chat application with MCP support, aiming to expose agents via the A2A protocol and connect to remote A2A agents as a client.
  • 🌟 n8n-nodes-agent2agent by @pjawz Stars - Adds nodes to n8n for interacting with AI agents using Google's Agent2Agent (A2A) protocol.
  • 🌟 google-calendar-agent by @inference-gateway Stars - A standalone A2A agent that can manage a user's Google Calendar, compatible with any OpenAI-compatible API for its LLM.

🛠️ Tools & Utilities

This section aims to list standalone tools and utilities related to the A2A protocol. The ecosystem is still developing, and community contributions are welcome!

  • Agent Discovery Services
    • Some platform-level implementations (like Aira) include agent registration and discovery mechanisms within their features.
    • Community contributions welcome: Standalone agent directory service implementations, Agent Card search engines, etc.
  • A2A Validation Tool
    • ⚙️ A2A Validation Tool by @llmx-de Stars - Cross-platform desktop app for testing & validating A2A protocol implementations, with features like multi-agent connection and session management.
    • Community contributions welcome: Online or command-line validators for checking if Agent Card, Task/Artifact structures comply with A2A JSON Schema specifications, or IDE plugins, etc.
  • Monitoring/Tracing Adapters
    • Community contributions welcome: Adapters or libraries for integrating A2A task flow data into mainstream monitoring platforms like OpenTelemetry, Prometheus, Grafana, etc.
  • Other Utilities
    • Community contributions welcome: e.g., A2A message construction helper tools, Agent Card generators, Mock A2A Server/Client, etc.
    • 🌟 autoa2a by NapthaAI Stars - Easily convert agents and orchestrators from existing agent frameworks to A2A servers.

📚 Tutorials & Articles

🎬 Demos & Examples

🔗 Related Protocols & Concepts

  • 📦 Model Context Protocol (MCP) - Complementary protocol focused on providing tools/context to agents. (A2A and MCP Discussion).
  • 📞 Function Calling / Tool Use Standards - Community contributions welcome: Discussion on patterns, best practices, or relevant standards for function calling/tool use in conjunction with A2A.

💬 Community


Let's Make Awesome A2A More Useful, Together!

A2A is still pretty new, and good resources or practical tips can be scattered. We created this list to bring the good stuff together, making it easier for everyone to find, learn, and reference.

Keeping this list high-quality and up-to-date relies on the community:

  • Star it: If you find it useful, it's a great way to show support and makes it easy to find later.
  • Share what you find: Found a great library, article, tool, or even a common pitfall? Add it via an Issue or PR – let's build this resource together.
  • 📣 Spread the word: Let others know about this list if they're exploring or working with A2A.

Thanks for your interest and contributions!


Contributing

Contributions are welcome! 🙌 Please read the contributing guidelines first. Let's build this list together!

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